{"id":"https://openalex.org/W3132881969","doi":"https://doi.org/10.1155/2021/8871150","title":"Transaction Prediction in Blockchain: A Negative Link Prediction Algorithm Based on the Sentiment Analysis and Balance Theory","display_name":"Transaction Prediction in Blockchain: A Negative Link Prediction Algorithm Based on the Sentiment Analysis and Balance Theory","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3132881969","doi":"https://doi.org/10.1155/2021/8871150","mag":"3132881969"},"language":"en","primary_location":{"id":"doi:10.1155/2021/8871150","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/8871150","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/8871150.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/wcmc/2021/8871150.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000212688","display_name":"Ling Yuan","orcid":"https://orcid.org/0000-0002-0160-846X"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Yuan","raw_affiliation_strings":["School of Computer Science, Huazhong University of Science and Technology, 430074, China"],"raw_orcid":"https://orcid.org/0000-0002-0160-846X","affiliations":[{"raw_affiliation_string":"School of Computer Science, Huazhong University of Science and Technology, 430074, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039160997","display_name":"JiaLi Bin","orcid":"https://orcid.org/0000-0003-2375-9469"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"JiaLi Bin","raw_affiliation_strings":["School of Computer Science, Huazhong University of Science and Technology, 430074, China"],"raw_orcid":"https://orcid.org/0000-0003-2375-9469","affiliations":[{"raw_affiliation_string":"School of Computer Science, Huazhong University of Science and Technology, 430074, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004242376","display_name":"Yinzhen Wei","orcid":"https://orcid.org/0000-0002-8106-4414"},"institutions":[{"id":"https://openalex.org/I10011244","display_name":"Huanggang Normal University","ror":"https://ror.org/007gf6e19","country_code":"CN","type":"education","lineage":["https://openalex.org/I10011244"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"YinZhen Wei","raw_affiliation_strings":["Huanggang Normal University, 438000, China"],"raw_orcid":"https://orcid.org/0000-0002-8106-4414","affiliations":[{"raw_affiliation_string":"Huanggang Normal University, 438000, China","institution_ids":["https://openalex.org/I10011244"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101518043","display_name":"Zhihua Hu","orcid":"https://orcid.org/0000-0003-4025-3865"},"institutions":[{"id":"https://openalex.org/I10011244","display_name":"Huanggang Normal University","ror":"https://ror.org/007gf6e19","country_code":"CN","type":"education","lineage":["https://openalex.org/I10011244"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihua Hu","raw_affiliation_strings":["Huanggang Normal University, 438000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huanggang Normal University, 438000, China","institution_ids":["https://openalex.org/I10011244"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100642457","display_name":"Ping Sun","orcid":"https://orcid.org/0000-0003-2594-9805"},"institutions":[{"id":"https://openalex.org/I10011244","display_name":"Huanggang Normal University","ror":"https://ror.org/007gf6e19","country_code":"CN","type":"education","lineage":["https://openalex.org/I10011244"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Sun","raw_affiliation_strings":["Huanggang Normal University, 438000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huanggang Normal University, 438000, China","institution_ids":["https://openalex.org/I10011244"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5004242376"],"corresponding_institution_ids":["https://openalex.org/I10011244"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":0.6409,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.66339432,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"2021","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8626738786697388},{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.7337561845779419},{"id":"https://openalex.org/keywords/database-transaction","display_name":"Database transaction","score":0.6513429284095764},{"id":"https://openalex.org/keywords/link","display_name":"Link (geometry)","score":0.5555551052093506},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4770323932170868},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.46097293496131897},{"id":"https://openalex.org/keywords/balance","display_name":"Balance (ability)","score":0.45376530289649963},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42707282304763794},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34053725004196167},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.19543972611427307},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.15038764476776123},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.13729190826416016}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8626738786697388},{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.7337561845779419},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.6513429284095764},{"id":"https://openalex.org/C2778753846","wikidata":"https://www.wikidata.org/wiki/Q6554239","display_name":"Link (geometry)","level":2,"score":0.5555551052093506},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4770323932170868},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.46097293496131897},{"id":"https://openalex.org/C168031717","wikidata":"https://www.wikidata.org/wiki/Q1530280","display_name":"Balance (ability)","level":2,"score":0.45376530289649963},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42707282304763794},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34053725004196167},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.19543972611427307},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.15038764476776123},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.13729190826416016},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2021/8871150","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/8871150","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/8871150.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:35f54b3ab4244db48d93d4bb46bf8548","is_oa":false,"landing_page_url":"https://doaj.org/article/35f54b3ab4244db48d93d4bb46bf8548","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wireless Communications and Mobile Computing, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/8871150","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/8871150","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/8871150.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G704449931","display_name":null,"funder_award_id":"20YJA870017","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"}],"funders":[{"id":"https://openalex.org/F4320321106","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3132881969.pdf","grobid_xml":"https://content.openalex.org/works/W3132881969.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W44499440","https://openalex.org/W1968709031","https://openalex.org/W1973938657","https://openalex.org/W1980127182","https://openalex.org/W2003670608","https://openalex.org/W2019512103","https://openalex.org/W2073415627","https://openalex.org/W2088612300","https://openalex.org/W2091067437","https://openalex.org/W2092511216","https://openalex.org/W2098044836","https://openalex.org/W2130789338","https://openalex.org/W2181009140","https://openalex.org/W2519932090","https://openalex.org/W2542727820","https://openalex.org/W2783303037","https://openalex.org/W2793038819"],"related_works":["https://openalex.org/W4210406818","https://openalex.org/W4306779889","https://openalex.org/W3048554917","https://openalex.org/W3211706803","https://openalex.org/W4382775358","https://openalex.org/W4246942721","https://openalex.org/W3209862047","https://openalex.org/W4386732777","https://openalex.org/W4304136894","https://openalex.org/W2989851257"],"abstract_inverted_index":{"User":[0],"relationship":[1],"prediction":[2,29,33,50,81,140,168,198,210,217],"in":[3,19,68],"the":[4,20,27,38,42,46,54,62,85,92,101,122,128,135,146,162,165,171,179,190,196,201,206,214],"transaction":[5,13],"of":[6,56,65,103,130,164,181,192,216],"Blockchain":[7],"is":[8,96,118,142,175],"to":[9,126,177],"predict":[10],"whether":[11],"a":[12,78,111,137],"will":[14],"occur":[15],"between":[16],"two":[17],"users":[18],"future,":[21],"which":[22],"can":[23,34,212],"be":[24,35],"abstracted":[25],"into":[26,37],"link":[28,32,49,80,139,153,167,209],"problem.":[30],"The":[31],"categorized":[36],"positive":[39],"one":[40],"and":[41,60,88,110,156,186,219],"negative":[43,48,57,79,131,138,152,166,182,208],"one.":[44],"However,":[45],"existing":[47,197],"algorithms":[51],"mainly":[52],"consider":[53],"number":[55],"user":[58,69,93,123],"interactions":[59],"lack":[61],"full":[63],"use":[64],"emotion":[66,104],"characteristics":[67],"interactions.":[70],"To":[71,160],"solve":[72],"this":[73,75],"problem,":[74],"paper":[76],"proposes":[77],"algorithm":[82,141,169,211],"based":[83,98,120,144],"on":[84,99,121,145,189],"sentiment":[86],"analysis":[87],"balance":[89,148],"theory.":[90],"Firstly,":[91],"interaction":[94,124],"matrix":[95,114,125],"constructed":[97,119],"calculating":[100],"intensity":[102],"polarity":[105],"for":[106],"social":[107],"network":[108],"texts,":[109],"reliability":[112,129],"weight":[113],"(noted":[115],"as":[116],"RW\u2010matrix)":[117],"measure":[127],"links.":[132],"Secondly,":[133],"with":[134,195],"RW\u2010matrix,":[136],"proposed":[143,207],"structural":[147],"theory":[149],"by":[150],"constructing":[151],"sample":[154,158,183],"sets":[155],"extracting":[157],"features.":[159],"evaluate":[161],"performance":[163],"proposed,":[170],"variable":[172],"management":[173],"method":[174],"used":[176],"analyze":[178],"influence":[180],"control":[184],"error":[185],"other":[187],"parameters":[188],"accuracy":[191,215],"it.":[193],"Compared":[194],"benchmark":[199],"algorithms,":[200],"experimental":[202],"results":[203],"demonstrate":[204],"that":[205],"improve":[213],"significantly":[218],"deliver":[220],"good":[221],"performances.":[222]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
